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Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 65593.48058342934
Emissions (Co2eq in kg) 0.0396916498754731
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.774366261227431
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0683260356552896
Consumed energy (kWh) 0.8426922968827226
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 2
CPU model Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
GPU count nan
GPU model nan

Environmental Impact (for one core)

Metric Value
CPU energy (kWh) 0.12626745012310145
Emissions (Co2eq in kg) 0.025690779895176485

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_2_9e6_base_x1
sequence_length 400
num_epoch 6
learning_rate 9e-06
batch_size 2
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 29328

Training and Testing steps

Epoch Train Loss Test Loss F-beta Score
0 0.000000 0.709423 0.229070
1 0.317234 0.246603 0.893458
2 0.213512 0.234626 0.942139
3 0.166807 0.213766 0.931871
4 0.118986 0.256793 0.918100
5 0.077155 0.282436 0.906022
6 0.042424 0.323567 0.916529
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Model size
11.7M params
Tensor type
F32
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